OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Cognitive Communications and Networking is 41. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-04-01 to 2025-04-01.)

Article	Citations
Table of Contents	168
Incentive-Driven and Energy Efficient Federated Learning in Mobile Edge Networks	165
GIA: LLM-enabled Generative Intent Abstraction to Enhance Adaptability for Intent-Driven Networks	127
Table of contents	120
Table of Contents	100
Value-Driven XR Transmission in Multi-Connectivity Assisted Communication System	93
Intelligent and Collaborative Computing Offloading and Resource Management in Satellite-Cloud-MEC Integrated IoVs	87
Maximizing Reliability in Overlay Radio Networks With Time Switching and Power Splitting Energy Harvesting	84
Cellular Network Without Borders: Exploring Settlement-Free Peering	84
5G New Radio Unlicensed: Challenges and Evaluation	78
Data-Aware Device Scheduling for Federated Edge Learning	71
Will Emerging Millimeter-Wave Cellular Networks Cause Harmful Interference to Weather Satellites?	70
Priority-Aware Deployment of Autoscaling Service Function Chains Based on Deep Reinforcement Learning	69
IEEE Communications Society Information	69
Distributed Time-Slotted Channel Hopping in IoT Networks Using Multi-Agent Bernoulli Bandits	68
Deep Recurrent Reinforcement Learning-Based Distributed Dynamic Spectrum Access in Multichannel Wireless Networks With Imperfect Feedback	68
Message From the New Editor-in-Chief	67
Window Attention Convolution Network (WACN): A Local Self-Attention Automatic Modulation Recognition Method	67
Multi-Seller, Multi-Buyer Spectrum Markets: A Self-Declared Valuation Framework	63
Safe Online Mobile Network Optimization Through Digital Twin-Enhanced Monte Carlo Tree Search	60
A Novel Partial Domain Adaptation Method for Cross-Domain Specific Emitter Identification	57
Deadline-Constrained Multi-Agent Collaborative Transmission for Delay-Sensitive Applications	57
Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource Management	56
A Reinforcement Learning-Based Incentive Scheme for Multi-Hop Communications in Vehicular Networks	55
User Grouping, Spectrum and Power Allocation for Energy Efficient MEC Aided Cognitive Radio Networks	54

SMTC-CL: Continuous Learning via Selective Multi-Task Coordination for Adaptive Signal Classification	53
A Cloud Collaborative-based Intrusion Detection and Prevention System for IVN	52
Pattern Design and Power Management for Cognitive LEO Beaming Hopping Satellite-Terrestrial Networks	51
BD-SAS: Enabling Dynamic Spectrum Sharing in Low-Trust Environment	51
Connectivity of Intelligent Reflecting Surface Assisted Network via Percolation Theory	51
Adapting to Nonlinear Transmitters With Hybrid Model Training for Neural Receivers	51
GAN-Based Siamese Neuron Network for Modulation Classification Against White-Box Adversarial Attacks	50
Millimetre-Wave Beam Tracking: An Intelligent Machine Learning and Kalman Filter Fusion Technology	48
Maximizing Packets Collection in Wireless Powered IoT Networks With Charge-or-Data Time Slots	46
Multi-Objective Computation Offloading based on Decentralized Deep Reinforcement Learning in Industrial Internet of Things	45
Resource-Efficient QoS-Aware Video Streaming Using UAV-Assisted Networks	45
A Hierarchical Deep Learning Approach for Optimizing CCA Threshold and Transmit Power in Wi-Fi Networks	45
Deep-Learning-Aided Successive Cancellation List Flip Decoding for Polar Codes	44
MIMO Radar Spectrally Compatible Waveform Design via Inequality Constrained Manifold Optimization	42
IRS-Assisted Spectrum Sensing and Primary-Secondary Transmission for Cognitive Radio Networks	42
Design of an Efficient CSI Feedback Mechanism in Massive MIMO Systems: A Machine Learning Approach Using Empirical Data	42